Pith Number

pith:6HZQMV7R

pith:2024:6HZQMV7R6T7AI6BXNB4QPZEFQX

not attested not anchored not stored refs pending

Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision~Boundary

Andr\'e Restivo, Carlos Soares, In\^es Gomes, Jan N. van Rijn, Lu\'is Cunha, Lu\'is F. Teixeira, Mois\'es Santos

arxiv:2408.06302 v1 · 2024-08-12 · cs.LG · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6HZQMV7R6T7AI6BXNB4QPZEFQX}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T08:54:38.919978Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1f30657f1f4fe047837687907e48585d7548c0abcd824a118b2b8571df8b83c

Aliases

arxiv: 2408.06302 · arxiv_version: 2408.06302v1 · doi: 10.48550/arxiv.2408.06302 · pith_short_12: 6HZQMV7R6T7A · pith_short_16: 6HZQMV7R6T7AI6BX · pith_short_8: 6HZQMV7R

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/6HZQMV7R6T7AI6BXNB4QPZEFQX \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: f1f30657f1f4fe047837687907e48585d7548c0abcd824a118b2b8571df8b83c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1a5699b2188e888e31d95f30042566e11a13ff6da89534052e515eb15624e49",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-12T17:14:41Z",
    "title_canon_sha256": "b5835e3b0e518aee636fe798ed6a828150af70dd98020040752e75efaaab41d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.06302",
    "kind": "arxiv",
    "version": 1
  }
}